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The formula for the pooled variance, sp2, is given on page 407 Show that, if the sample sizes, n1 and n2, are equal, then sp2 is th mean of s12 and s22.

Short Answer

Expert verified

If the sample sizes, n1 and n2, are equal, then sp2 is the mean of s12 and s22.

Step by step solution

01

Given Information

The sample sizes of the two populations, n1 and n2, are the same.

02

Explanation

A test statistic is used when conducting a hypothesis test based on independent samples to compare the means of two populations with equal and unknown standard deviations. Individual sample variances of two populations, s12and s22, are gathered and pooled by weighting them according to their sample size or degree of freedom, n1and n2.

sp2=n1-1s12+n2-1s22n1+n2-2

03

Explanation

sp2incorporates information about both samples' variability into a single estimate of the population variance's common value. As a result, spis known as a pooled standard variance.

When n1=n2,

⇒sp2=n1-1s12+n1-1s22n1+n1-2

⇒sp2=n1-1s12+s222n1-2

⇒sp2=s12+s222

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